Marilia Rosa mariliarosa4

Biomedical Informatics - UFCSPA | Data Science

arnaldog12 / BalancedDataGenerator.py

Last active July 9, 2022 03:32

BalancedDataGenerator

	from keras.utils.data_utils import Sequence
	from imblearn.over_sampling import RandomOverSampler
	from imblearn.keras import balanced_batch_generator

	class BalancedDataGenerator(Sequence):
	"""ImageDataGenerator + RandomOversampling"""
	def __init__(self, x, y, datagen, batch_size=32):
	self.datagen = datagen
	self.batch_size = min(batch_size, x.shape[0])
	datagen.fit(x)

tomahim / data_augmentation.py

Last active January 20, 2022 08:26

Data augmentation in few lines with skimage

	import os
	import random
	from scipy import ndarray

	# image processing library
	import skimage as sk
	from skimage import transform
	from skimage import util
	from skimage import io

didacroyo / ftInceptionV3.py

Last active April 21, 2024 11:44

InceptionV3 Fine Tuning with Keras

	# from the guide https://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html
	# and from other resources found, trying to achieve a good classifier based on Inveption V3 pre-trained netfork

	from keras.applications.inception_v3 import InceptionV3
	from keras.preprocessing import image
	from keras.models import Model
	from keras.layers import Dense, GlobalAveragePooling2D
	from keras.preprocessing.image import ImageDataGenerator
	from keras import backend as K
	from keras.callbacks import ModelCheckpoint